The following table provides summary statistics for contract job vacancies advertised in Cambridgeshire with a requirement for Hadoop skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Hadoop over the 3 months to 28 March 2017 with a comparison to the same period in the previous 2 years.

Note that daily and hourly rates are treated separately in these statistics. When calculating contractor rate percentiles, daily rates are never derived from quoted hourly rates or vice versa.

Apache Hadoop
East of England / Cambridgeshire
3 months to
28 Mar 2017
Same period 2016 Same period 2015
Rank 52 51 59
Rank change year-on-year -1 +8  
Contract jobs citing Hadoop 2 9 5
As % of all contract IT jobs advertised in Cambridgeshire 0.37% 1.44% 0.74%
As % of the Database & Business Intelligence category 2.38% 8.26% 5.15%
Number of daily rates quoted 2 0 3
Median daily rate £463 - £525
UK excluding London median daily rate £475 £500 £500
% change year-on-year -5.00% -  
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate £47.00 £38.00 £36.50
% change year-on-year +23.68% +4.10%  

Hadoop is in the database and business intelligence skills category. The next table is for comparison with the above and provides summary statistics for all contract job vacancies advertised in Cambridgeshire with a requirement for database and business intelligence skills.

Contract Database & Business Intelligence Skills
Cambridgeshire
Contract job vacancies with a requirement for database and business intelligence skills 84 109 97
As % of all contract IT job vacancies advertised in Cambridgeshire 15.58% 17.44% 14.41%
Number of daily rates quoted 59 73 62
Median daily rate £413 £400 £350
Median daily rate % change year-on-year +3.12% +14.28%  
90% offered a daily rate of more than £215 £275 £210
10% offered a daily rate of more than £510 £500 £525
UK excluding London median daily rate £400 £388 £375
% change year-on-year +3.22% +3.33%  
Number of hourly rates quoted 1 1 4
Median hourly rate £42.50 £19.00 £21.00
Median hourly rate % change year-on-year +123.68% -9.52%  
UK excluding London median hourly rate £34.62 £32.50 £32.50
% change year-on-year +6.52% -  

Hadoop
Job Vacancy Trend in Cambridgeshire

The job posting trend of jobs advertised in Cambridgeshire citing Hadoop as a proportion of all contract or permanent IT jobs with a match in the Database & Business Intelligence category.

Job vacancy trend for Hadoop in Cambridgeshire

Hadoop
Contractor Daily Rate Trend in Cambridgeshire

This chart provides the 3-month moving average for daily rates quoted in contract jobs citing Hadoop in Cambridgeshire.

Contractor daily rate trend for Hadoop in Cambridgeshire

Hadoop
Contract Job Locations in Cambridgeshire

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Hadoop within the Cambridgeshire region over the 3 months to 28 March 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Contract
IT Job Ads
Median
Daily Rate
Last 3 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
Cambridge +10 1 £525 - 6
March - 1 £400 -
Hadoop
East of England

Hadoop
Top 30 Co-occurring IT Skills in Cambridgeshire

For the 6 months to 28 March 2017, IT contractor jobs citing Hadoop also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all contract ads across the Cambridgeshire region with a requirement for Hadoop.

1 7 (100.00%) Big Data
2 6 (85.71%) Apache Spark
2 6 (85.71%) Java
2 6 (85.71%) Scala
3 5 (71.43%) Apache Hive
3 5 (71.43%) Python
3 5 (71.43%) PostgreSQL
3 5 (71.43%) Hadoop YARN
3 5 (71.43%) Kafka
3 5 (71.43%) MapReduce
4 4 (57.14%) HBase
4 4 (57.14%) Hortonworks
4 4 (57.14%) Apache Pig
4 4 (57.14%) Relational Database
4 4 (57.14%) Data Lake
4 4 (57.14%) RDBMS
4 4 (57.14%) Apache
4 4 (57.14%) MongoDB
4 4 (57.14%) NoSQL
4 4 (57.14%) Open Source
4 4 (57.14%) Agile Software Development
5 2 (28.57%) Linux
6 1 (14.29%) BusinessObjects
6 1 (14.29%) Red Hat
6 1 (14.29%) Games
6 1 (14.29%) SQL
6 1 (14.29%) Cognos
6 1 (14.29%) Data Warehouse
6 1 (14.29%) Data Mining
6 1 (14.29%) ETL

Hadoop
Co-occurring IT Skills in Cambridgeshire by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same job type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Application Platforms
1 6 (85.71%) Apache Spark
2 4 (57.14%) Apache
2 4 (57.14%) Apache Pig
3 1 (14.29%) OpenStack
Cloud Services
1 1 (14.29%) Amazon AWS
Database & Business Intelligence
1 7 (100.00%) Big Data
2 5 (71.43%) Apache Hive
2 5 (71.43%) PostgreSQL
3 4 (57.14%) Data Lake
3 4 (57.14%) HBase
3 4 (57.14%) MongoDB
3 4 (57.14%) NoSQL
3 4 (57.14%) RDBMS
3 4 (57.14%) Relational Database
4 1 (14.29%) BusinessObjects
4 1 (14.29%) Data Mining
4 1 (14.29%) Data Warehouse
Development Applications
1 1 (14.29%) Hudson
1 1 (14.29%) Jenkins
General
1 1 (14.29%) Games
Job Titles
1 5 (71.43%) Developer
2 4 (57.14%) Hadoop Developer
3 3 (42.86%) Big Data Developer
4 2 (28.57%) Java Developer
4 2 (28.57%) Java Hadoop Developer
5 1 (14.29%) Administrator
5 1 (14.29%) Apache Spark Developer
5 1 (14.29%) AWS Engineer
5 1 (14.29%) Big Data Engineer
5 1 (14.29%) Data Engineer
5 1 (14.29%) DevOps Administrator
5 1 (14.29%) Hadoop Engineer
5 1 (14.29%) Linux Administrator
5 1 (14.29%) Linux DevOps Administrator
5 1 (14.29%) Linux Systems Administrator
5 1 (14.29%) Linux/Unix DevOps
5 1 (14.29%) Senior Data Engineer
5 1 (14.29%) Senior Hadoop Engineer
5 1 (14.29%) Systems Administrator
Libraries, Frameworks & Software Standards
1 5 (71.43%) Kafka
2 1 (14.29%) RESTful
2 1 (14.29%) Spark Streaming
Miscellaneous
1 1 (14.29%) Online Games
Operating Systems
1 2 (28.57%) Linux
2 1 (14.29%) CentOS
2 1 (14.29%) Ubuntu
Processes & Methodologies
1 5 (71.43%) MapReduce
2 4 (57.14%) Agile Software Development
2 4 (57.14%) Open Source
3 1 (14.29%) Analytics
3 1 (14.29%) DevOps
3 1 (14.29%) ETL
3 1 (14.29%) Machine Learning
3 1 (14.29%) Microservices
3 1 (14.29%) Predictive Analytics
3 1 (14.29%) Software Engineering
Programming Languages
1 6 (85.71%) Java
1 6 (85.71%) Scala
2 5 (71.43%) Python
3 1 (14.29%) R
3 1 (14.29%) SQL
System Software
1 1 (14.29%) HDFS
Systems Management
1 5 (71.43%) Hadoop YARN
2 1 (14.29%) Ansible
2 1 (14.29%) Opscode Chef
2 1 (14.29%) Puppet
Vendors
1 4 (57.14%) Hortonworks
2 1 (14.29%) Cognos
2 1 (14.29%) Jaspersoft
2 1 (14.29%) Red Hat
2 1 (14.29%) Vertica